Albert Thomas

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 16

Top Topics

Multi Armed Bandits

Reinforcement Learning

Experimental Designs

Top Venues

Publications

Abdelhakim Benechehab, Albert Thomas, Balázs Kégl
Deep autoregressive density nets vs neural ensembles for model-based offline reinforcement learning. CoRR (2024)
Abdelhakim Benechehab, Albert Thomas, Giuseppe Paolo, Maurizio Filippone, Balázs Kégl
A Multi-step Loss Function for Robust Learning of the Dynamics in Model-based Reinforcement Learning. CoRR (2024)
Alexandre Rio, Merwan Barlier, Igor Colin, Albert Thomas
Differentially Private Model-Based Offline Reinforcement Learning. CoRR (2024)
Abdelhakim Benechehab, Giuseppe Paolo, Albert Thomas, Maurizio Filippone, Balázs Kégl
Multi-timestep models for Model-based Reinforcement Learning. CoRR (2023)
Geovani Rizk, Igor Colin, Albert Thomas, Rida Laraki, Yann Chevaleyre
An $\alpha$-No-Regret Algorithm For Graphical Bilinear Bandits. NeurIPS (2022)
Geovani Rizk, Igor Colin, Albert Thomas, Rida Laraki, Yann Chevaleyre
An α-No-Regret Algorithm For Graphical Bilinear Bandits. CoRR (2022)
Giuseppe Paolo, Jonas Gonzalez-Billandon, Albert Thomas, Balázs Kégl
Guided Safe Shooting: model based reinforcement learning with safety constraints. CoRR (2022)
Balázs Kégl, Gabriel Hurtado, Albert Thomas
Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose? ICLR (2021)
Geovani Rizk, Albert Thomas, Igor Colin, Rida Laraki, Yann Chevaleyre
Best Arm Identification in Graphical Bilinear Bandits. ICML (2021)
Balázs Kégl, Gabriel Hurtado, Albert Thomas
Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose? CoRR (2021)
Geovani Rizk, Albert Thomas, Igor Colin, Rida Laraki, Yann Chevaleyre
Best Arm Identification in Graphical Bilinear Bandits. CoRR (2020)
Geovani Rizk, Igor Colin, Albert Thomas, Moez Draief
Refined bounds for randomized experimental design. CoRR (2020)
Igor Colin, Albert Thomas, Moez Draief
Parallel Contextual Bandits in Wireless Handover Optimization. CoRR (2019)
Igor Colin, Albert Thomas, Moez Draief
Parallel Contextual Bandits in Wireless Handover Optimization. ICDM Workshops (2018)
Albert Thomas, Stéphan Clémençon, Alexandre Gramfort, Anne Sabourin
Anomaly Detection in Extreme Regions via Empirical MV-sets on the Sphere. AISTATS (2017)
Albert Thomas, Vincent Feuillard, Alexandre Gramfort
Calibration of One-Class SVM for MV set estimation. DSAA (2015)